Nonparametric and adaptive modeling of dynamic seasonality and trend with heteroscedastic and dependent errors

Yu-Chun Chen, Ming-Yen Cheng, Hau-tieng Wu

Seasonality (or periodicity) and trend are features describing an observed sequence, and extracting these features is an important issue in many scientific fields. However, it is n…